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JAEarly/README.md

πŸ‘¨β€πŸ’» I’m currently working on:
- Techniques for interpreting multiple instance learning (MIL) models
- Multi-resolution MIL for high resolution images
- MIL for time series classification

πŸ™‹β€β™‚οΈ I’m currently learning:
- About the role of AI in climate science
- Self-supervised learning
- Generative AI

πŸš€ I’m looking to collaborate on:
- Multiple instance learning projects, especially domain specific applications (e.g., medicine, remote sensing)

❔ Ask me about:
- Explainable AI
- Multiple instance learning

πŸ“¬ How to reach me:
- Email is probably the best bet: joseph.early.ai@gmail.com
- You can find out more about me on my website: https://www.jearly.co.uk/

πŸ‘‡ See some of my projects below! πŸ‘‡

Pinned

  1. MILLI MILLI Public

    Code for the paper "Model Agnostic Interpretability for Multiple Instance Learning".

    Python 11 1

  2. MIL-for-Non-Markovian-Reward-Modelling MIL-for-Non-Markovian-Reward-Modelling Public

    Code for the paper "Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning".

    Python 5

  3. MIL-Land-Cover-Classification MIL-Land-Cover-Classification Public

    Code for the paper "Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification".

    Python 12 1

  4. latextable latextable Public

    A Python library that adds Latex functionality to the Texttable package.

    Python 42 8

  5. ResearchSoftwareActions/EnsureCleanNotebooksAction ResearchSoftwareActions/EnsureCleanNotebooksAction Public

    GitHub action for ensuring all Jupyter notebooks have clean metadata.

    JavaScript 30 3

  6. MILTimeSeriesClassification MILTimeSeriesClassification Public

    Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)

    Jupyter Notebook 25 4